September 01, 2026 article Open access Image-driven machine learning constitutive mapping the confluence of material and micro-topological attributes in short fiber polymer composites Engineering Applications of Artificial Intelligence DOI: 10.1016/j.engappai.2026.116042 Full text (OA) OpenAlex Authors 0 Author list not loaded yet. Cited by 0 stored of 0 References 4 Search Sort Most cited Newest Oldest Patent citations Title Any typearticle review book-chapter conference-paper preprint dissertation book dataset other Any fieldAgricultural and Biological Sciences Arts and Humanities Biochemistry, Genetics and Molecular Biology Business, Management and Accounting Chemical Engineering Chemistry Computer Science Decision Sciences Dentistry Earth and Planetary Sciences Economics, Econometrics and Finance Energy Engineering Environmental Science Health Professions Immunology and Microbiology Materials Science Mathematics Medicine Neuroscience Nursing Pharmacology, Toxicology and Pharmaceutics Physics and Astronomy Psychology Social Sciences Veterinary Open access Artificial neural networks in structural dynamics: A new modular radial basis function approach vs. convolutional and feedforward topologies 2020 Computer Methods in Applied Mechanics and Engineering article Engineering Structural Health Monitoring Techniques 78 citations Graph Neural Network enhanced Finite Element modelling 2023 PAMM article Physics and Astronomy Model Reduction and Neural Networks Open access 36 citations A spatiotemporal deep learning framework for prediction of crack dynamics in heterogeneous solids: Efficient mapping of concrete microstructures to its fracture properties 2024 Engineering Fracture Mechanics article Engineering Numerical methods in engineering 18 citations Generative learning‐based model for the prediction of 2D stress distribution 2023 PAMM article Physics and Astronomy Model Reduction and Neural Networks Open access 5 citations 4 results